李智｜贵州大学｜学者主页

期刊论文

2026

基于遥感图像场景分类的频域量化对抗攻击

王熠，李智，张丽，石雪丽，刘登波，卢妤

《计算机工程》

2026

基于MRI影像组学和临床特征的前列腺癌根治术后早期生化复发风险的预测模型构建与验证

黄晓东，李涛，蔡星建，王波，李智，任慧鹏，邵亚军，刘建舟，罗晓辉，门群利

《医学影像学杂志》

2026

EchoFlow-SAM: Motion-guided semi-supervised segmentation for echocardiographic videos

Wanting Li, Long Zheng, Zhi Li, Jie Bu, Mutian Tong, Yuan Liu, Shan Yu

Biomedical Signal Processing and Control

DOI

2025

SRIS-Net：基于特征评分图的鲁棒图像隐写算法（英文）

肖爱，李智，王国美，郑龙，孙浩元

ENGINEERING Information Technology & Electronic Engineering

2025

面向弥散张量图像的鲁棒可逆水印算法

李丹丹，李智，郑龙，张丽

《计算机工程》

2025

SRAD: A spatially-aware reconstruction network with anomaly suppression for multi-class anomaly detection

Shuyun Li, Zhi Li, Zhi Li, Weidong Wang, Weidong Wang, Long Zheng, Lu Yu

Neurocomputing

DOI

2025

Q-space-coordinate-guided neural networks for high-fidelity diffusion tensor estimation from minimal diffusion-weighted images

Maokun Zheng, Zhi Li, Long Zheng, Weidong Wang, Dandan Li, Guomei Wang

Frontiers of Information Technology & Electronic Engineering

DOI

2025

SRIS-Net: a robust image steganography algorithm based on feature score maps

Ai Ying Xiao, Zhi Li, Guomei Wang, Long Zheng, Haoyuan Sun

Frontiers of Information Technology & Electronic Engineering

DOI

2025

Deep feature clustering for multi-class industrial image anomaly detection

Rongxiang Wang, Zhi Li, Long Zheng, Weidong Wang, Shuyun Li

Knowledge-Based Systems

DOI

2025

Leveraging Learnable Defense Prompts and One-Step Diffusion Model for Adversarial Purification in Remote Sensing

Weidong Wang, Zhi Li, Long Zheng, Zhenyu Dai, Chuhua Huang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

Feature decoupling and interaction network for defending against adversarial examples

Weidong Wang, Zhi Li, Shuaiwei Liu, Li Zhang, Jin Yang, Yi Wang

Image and Vision Computing

DOI

2024

Combining Innovative CVTNet and Regularization Loss for Robust Adversarial Defense

Weidong Wang, Zhi Li, Li Zhang

Journal of Computer Science and Technology

DOI

2024

TSAD: Two-Stage Separable Adversarial Distortion-Based Robust Watermarking Framework for Diffusion Tensor Imaging

Long Zheng, Zhi Li, Zhangyu Liu, Dandan Li, Li Zhang, Hong Yue, Fei Cheng, Qin Mao, Xuekai Wei, Mingliang Zhou

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2024

Generate universal adversarial perturbations by shortest-distance soft maximum direction attack

Diandian Liu, Zhi Li, Daoyun Xu

Computers & Security

DOI

2024

A Semi-supervised Four-Chamber Echocardiographic Video Segmentation Algorithm Based on Multilevel Edge Perception and Calibration Fusion

Yuexin Wan, Dandan Li, Zhi Li, Jie Bu, Mutian Tong, Ruwei Luo, Baokun Yue, Shan Fa Yu

Ultrasound in Medicine & Biology

DOI

2024

A robust tensor watermarking algorithm for diffusion-tensor images

Chengmeng Liu, Zhi Li, Guomei Wang, Long Zheng

Frontiers of Information Technology & Electronic Engineering

DOI

2024

A Robust Adversarial Defense Algorithm for Enhancing Salient Object Detection in Remote Sensing Image

Xueli Shi, Zhi Li, Yi Wang, Yu Feng Lu, Li Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

基于双流CNN的帧内取证深度学习算法研究

贺琨，李智，王国美，张健

《计算机仿真》

2023

Joint contrastive learning and frequency domain defense against adversarial examples

Jin Yang, Zhi Li, Shuaiwei Liu, Bo Hong, Weidong Wang

Neural computing & applications (Print)

DOI

2023

Robust zero-watermarking algorithm for diffusion-weighted images based on multiscale feature fusion

Zhangyu Liu, Zhi Li, Guomei Wang, Youliang Tian, Long Zheng

Multimedia Systems

DOI

2023

Effective reversible data hiding scheme for interpolated images using an improved data encoding strategy

Xiangguang Xiong, Zhi Li, Yi Chen, Mengting Fan

Soft Computing

DOI

2023

Two-Stage Robust Lossless DWI Watermarking Based on Transformer Networks in the Wavelet Domain

Zhangyu Liu, Zhi Li, Long Zheng, Dandan Li

Applied Sciences

DOI

2022

An adaptive high capacity reversible data hiding algorithm in interpolation domain

Xiangguang Xiong, Lihui Wang, Zhi Li, Chen Ye, Yi Chen, Mengting Fan, Yuemin Zhu

Signal Processing

DOI

2022

Single image deraining using multi‐stage and multi‐scale joint channel coordinate attention fusion network

Yitong Yang, Yongjun Zhang, Zhongwei Cui, Zhi Li, Yujie Xu, Haoliang Zhao, Yangtin Ou, Heliang Yang, Xihe Wang

International Journal of Intelligent Systems

DOI

2022

Multi-scale dehazing network via high-frequency feature fusion

Yujie Xu, Yongjun Zhang, Zhi Li, Zhongwei Cui, Yitong Yang

Computers & Graphics

DOI

2021

DwiMark: a multiscale robust deep watermarking framework for diffusion-weighted imaging images

Bin Fan, Zhi Li, Jian Gao

Multimedia Systems

DOI

2020

结合MRF能量和模糊速度的乳腺癌图像分割方法

冯宝，陈业航，刘壮盛，李智，宋嵘，龙晚生

《自动化学报》

DOI

2020

深度迭代融合的脑部磁共振图像颅骨去除网络

姚发展，李智，王丽会，程欣宇，张健

《中国图象图形学报》

2020

ADMIR–Affine and Deformable Medical Image Registration for Drug-Addicted Brain Images

Kun Tang, Zhi Li, Lili Tian, Lihui Wang, Yuemin Zhu

IEEE Access

DOI

2019

弥散加权图像的鲁棒水印算法研究

陈怡，李智，张健，王国美

《中国图象图形学报》

2019

Dual Video Watermarking Algorithm Based on SIFT and HVS in the Contourlet Domain

Zhi Li, Shu Qin Chen, Xin Cheng

IEEE Access

DOI

2018

Diffusion Weighted Image Reversible Visible Watermarking Algorithm Based on Support Vector Regression

Nan Wang, Zhi Li, Xinyu Cheng, Zhiping Li

International Conference on Signal Processing

DOI

2018

High-capacity Reversible Watermarking Algorithm Based on the Region of Interest of Medical Images

Yi Chen, Zhi Li, Lihui Wang, Nan Wang, Bo Hong

International Conference on Signal Processing

DOI

2018

Non-Small Cell Lung Cancer Staging Using Deep Restricted Boltzmann Machine

Caixia Sun, Lihui Wang, Wei Wang, Xinyu Cheng, Zhi Li, Jian Zhang, Feng Yang, Jianping Huang, Yuemin Zhu

International Conference on Signal Processing

DOI

2017

Video dual watermarking algorithm against geometric attack based on ASIFT and contourlet transform

Shuqin Chen, Zhi Li, Xinyu Cheng, Qi Gao

IEEE International Conference on Communication Technology (ICCT)

DOI

2017

A Video Dual Watermarking Algorithm Against Geometric Attack Based on Integer Wavelet and SIFT

Qi Gao, Zhi Li, Shuqin Chen

International Conference on Cryptography, Security and Privacy (CSP)

DOI

2017

Dual watermarking algorithm based on singular value decomposition and compressive sensing

Nan Wang, Zhi Li, Xinyu Cheng, Yi Chen

IEEE International Conference on Communication Technology (ICCT)

DOI

2015

Image segmentation based on region merging technique

Zhiping Li, Chuanxian Jiang, Zhi Li, Zejun Zhang

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2015

A Self-Adaptive Video Dual Watermarking Based on the Motion Characteristic and Geometric Invariant for Ubiquitous Multimedia

Zhi Li, Lingfeng Liu, Chuanxian Jiang

DOI

2014

基于线性空间隐藏模型的可逆图像水印算法

姜传贤，杨铁军，董明刚，程小辉，李智

《自动化学报》

2013

Adaptively imperceptible video watermarking based on the local motion entropy

Zhi Li, Xiaowei Chen, Jianhua Ma

Multimedia Tools and Applications

DOI

2008

Self-Adaptive Video Watermarking Based on the Motion Characteristic Detection and the Model of Entropy

Zhi Li, CHEN Xiao-Wei

International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)

DOI

2008

The imperceptible video watermarking based on the model of entropy

Zhi Li, Xiaowei Chen

International Conference on Audio, Language and Image Processing

DOI

2007

Based on Motion Characteristics to Calculate the Adaptive Embedding Tolerance for Imperceptible Video Watermarking

Zhi Li, Susumu Yamamoto, Youichi Takashima, Xiaowei Chen

IEEE International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics)

DOI

预印本

2026

Collaboratively Guided Adversarial Robust Distillation with Teacher-Favorable Examples

Zhi Li, Haowei Liu, Hongchen Yang, Xiaoxuan Wang, Song Gao, Shaowen Yao, Wei Zhou

arXiv preprint

2026

CARD: Closing the Teacher-Student Loop for Adversarial Robustness Distillation

Zhi Li, Haowei Liu, Hongchen Yang, Xiaoxuan Wang, Song Gao, Zhenli He, Wei Zhou, Shaowen Yao

arXiv preprint

2026

APCReg: Anatomical-Prior-Guided Coarse-to-Fine CBCT--IOS Registration via Multi-View Projection and Reliability-Controlled Residual Correction

Xincan Zheng, Yaqi Wang, Zhi Li, Jiahao Bao, Lan Feng, Yiru Xia, Shuai Wang

arXiv preprint

2025

Physically-Grounded Manifold Projection Model for Generalizable Metal Artifact Reduction in Dental CBCT

Zhi Li, Yaqi Wang, Bingtao Ma, Yifan Zhang, Huiyu Zhou, Shuai Wang

arXiv preprint

2025

MICCAI STS 2024 Challenge: Semi-Supervised Instance-Level Tooth Segmentation in Panoramic X-ray and CBCT Images

Yaqi Wang, Zhi Li, Chengyu Wu, Jun Liu, Yifan Zhang, Jiaxue Ni, Qian Luo, Jialuo Chen, Hongyuan Zhang, Jin Liu, Can Han, Kaiwen Fu, Changkai Ji, Xinxu Cai, Jing Hao, Zhihao Zheng, Shi Xu, Junqiang Chen, Qianni Zhang, Dahong Qian, Shuai Wang, Huiyu Zhou

arXiv preprint

2025

MICCAI STSR 2025 Challenge: Semi-Supervised Teeth and Pulp Segmentation and CBCT-IOS Registration

Yaqi Wang, Zhi Li, Chengyu Wu, Jun Liu, Yifan Zhang, Jialuo Chen, Jiaxue Ni, Qian Luo, Jin Liu, Can Han, Changkai Ji, Zhi Qin Tan, Ajo Babu George, Liangyu Chen, Qianni Zhang, Dahong Qian, Shuai Wang, Huiyu Zhou

arXiv preprint

2024

Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine

Zhi Li, Kai Zhao, Yaqi Wang, Shuai Wang

arXiv preprint

2024

Efficient MedSAMs: Segment Anything in Medical Images on Laptop

Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh, Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Alexander Pfefferle, Muxin Wei, Ruochen Gao, Donghang Lyu, Songxiao Yang, Lennart Purucker, Zdravko Marinov, Marius Staring, Haisheng Lu, Thuy Thanh Dao, Xincheng Ye, Zhi Li, Gianluca Brugnara, Philipp Vollmuth, Martha Foltyn-Dumitru, Jaeyoung Cho, Mustafa Ahmed Mahmutoglu, Martin Bendszus, Irada Pflüger, Aditya Rastogi, Dong Ni, Xin Yang, Guang-Quan Zhou, Kaini Wang, Nicholas Heller, Nikolaos Papanikolopoulos, Christopher Weight, Yubing Tong, Jayaram K Udupa, Cahill J. Patrick, Yaqi Wang, Yifan Zhang, Francisco Contijoch, Elliot McVeigh, Xin Ye, Shucheng He, Robert Haase, Thomas Pinetz, Alexander Radbruch, Inga Krause, Erich Kobler, Jian He, Yucheng Tang, Haichun Yang, Yuankai Huo, Gongning Luo, Kaisar Kushibar, Jandos Amankulov, Dias Toleshbayev, Amangeldi Mukhamejan, Jan Egger, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Shohei Fujita, Tomohiro Kikuchi, Benedikt Wiestler, Jan S. Kirschke, Ezequiel de la Rosa, Federico Bolelli, Luca Lumetti, Costantino Grana, Kunpeng Xie, Guomin Wu, Behrus Puladi, Carlos Martín-Isla, Karim Lekadir, Victor M. Campello, Wei Shao, Wayne Brisbane, Hongxu Jiang, Hao Wei, Wu Yuan, Shuangle Li, Yuyin Zhou, Bo Wang

arXiv preprint

2023

Ddnet: A Knowledge Distillation Defense Network Based on Multi-Level Adaptive Weight Calculation for Adversarial Defense

Jin Yang, Zhi Li, Zhang Li, Liu Shuaiwei, Wang Yi

SSRN Electronic Journal

DOI

2023

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less

Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex Kot

arXiv preprint

2022

One-Class Knowledge Distillation for Face Presentation Attack Detection

Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot

arXiv preprint

2021

Asymmetric Modality Translation For Face Presentation Attack Detection

Zhi Li, Haoliang Li, Xin Luo, Yongjian Hu, Kwok-Yan Lam, Alex C. Kot

arXiv preprint

2016

Technical Report on the CleverHans v2.1.0 Adversarial Examples Library

Nicolas Papernot, Fartash Faghri, Nicholas Carlini, Ian Goodfellow, Reuben Feinman, Alexey Kurakin, Cihang Xie, Yash Sharma, Tom Brown, Aurko Roy, Alexander Matyasko, Vahid Behzadan, Karen Hambardzumyan, Zhishuai Zhang, Yi-Lin Juang, Zhi Li, Ryan Sheatsley, Abhibhav Garg, Jonathan Uesato, Willi Gierke, Yinpeng Dong, David Berthelot, Paul Hendricks, Jonas Rauber, Rujun Long, Patrick McDaniel

arXiv preprint

精选作品

期刊论文

基于遥感图像场景分类的频域量化对抗攻击

基于MRI影像组学和临床特征的前列腺癌根治术后早期生化复发风险的预测模型构建与验证

EchoFlow-SAM: Motion-guided semi-supervised segmentation for echocardiographic videos

SRIS-Net：基于特征评分图的鲁棒图像隐写算法（英文）

面向弥散张量图像的鲁棒可逆水印算法

SRAD: A spatially-aware reconstruction network with anomaly suppression for multi-class anomaly detection

Q-space-coordinate-guided neural networks for high-fidelity diffusion tensor estimation from minimal diffusion-weighted images

SRIS-Net: a robust image steganography algorithm based on feature score maps

Deep feature clustering for multi-class industrial image anomaly detection

Leveraging Learnable Defense Prompts and One-Step Diffusion Model for Adversarial Purification in Remote Sensing

Feature decoupling and interaction network for defending against adversarial examples

Combining Innovative CVTNet and Regularization Loss for Robust Adversarial Defense

TSAD: Two-Stage Separable Adversarial Distortion-Based Robust Watermarking Framework for Diffusion Tensor Imaging

Generate universal adversarial perturbations by shortest-distance soft maximum direction attack

A Semi-supervised Four-Chamber Echocardiographic Video Segmentation Algorithm Based on Multilevel Edge Perception and Calibration Fusion

A robust tensor watermarking algorithm for diffusion-tensor images

A Robust Adversarial Defense Algorithm for Enhancing Salient Object Detection in Remote Sensing Image

基于双流CNN的帧内取证深度学习算法研究

Joint contrastive learning and frequency domain defense against adversarial examples

Robust zero-watermarking algorithm for diffusion-weighted images based on multiscale feature fusion

Effective reversible data hiding scheme for interpolated images using an improved data encoding strategy

Two-Stage Robust Lossless DWI Watermarking Based on Transformer Networks in the Wavelet Domain

An adaptive high capacity reversible data hiding algorithm in interpolation domain

Single image deraining using multi‐stage and multi‐scale joint channel coordinate attention fusion network

Multi-scale dehazing network via high-frequency feature fusion

DwiMark: a multiscale robust deep watermarking framework for diffusion-weighted imaging images

结合MRF能量和模糊速度的乳腺癌图像分割方法

深度迭代融合的脑部磁共振图像颅骨去除网络

ADMIR–Affine and Deformable Medical Image Registration for Drug-Addicted Brain Images

弥散加权图像的鲁棒水印算法研究

Dual Video Watermarking Algorithm Based on SIFT and HVS in the Contourlet Domain

Diffusion Weighted Image Reversible Visible Watermarking Algorithm Based on Support Vector Regression

High-capacity Reversible Watermarking Algorithm Based on the Region of Interest of Medical Images

Non-Small Cell Lung Cancer Staging Using Deep Restricted Boltzmann Machine

Video dual watermarking algorithm against geometric attack based on ASIFT and contourlet transform

A Video Dual Watermarking Algorithm Against Geometric Attack Based on Integer Wavelet and SIFT

Dual watermarking algorithm based on singular value decomposition and compressive sensing

Image segmentation based on region merging technique

A Self-Adaptive Video Dual Watermarking Based on the Motion Characteristic and Geometric Invariant for Ubiquitous Multimedia

基于线性空间隐藏模型的可逆图像水印算法

Adaptively imperceptible video watermarking based on the local motion entropy

Self-Adaptive Video Watermarking Based on the Motion Characteristic Detection and the Model of Entropy

The imperceptible video watermarking based on the model of entropy

Based on Motion Characteristics to Calculate the Adaptive Embedding Tolerance for Imperceptible Video Watermarking

预印本

Collaboratively Guided Adversarial Robust Distillation with Teacher-Favorable Examples

CARD: Closing the Teacher-Student Loop for Adversarial Robustness Distillation

APCReg: Anatomical-Prior-Guided Coarse-to-Fine CBCT--IOS Registration via Multi-View Projection and Reliability-Controlled Residual Correction

Physically-Grounded Manifold Projection Model for Generalizable Metal Artifact Reduction in Dental CBCT

MICCAI STS 2024 Challenge: Semi-Supervised Instance-Level Tooth Segmentation in Panoramic X-ray and CBCT Images

MICCAI STSR 2025 Challenge: Semi-Supervised Teeth and Pulp Segmentation and CBCT-IOS Registration

Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine

Efficient MedSAMs: Segment Anything in Medical Images on Laptop

Ddnet: A Knowledge Distillation Defense Network Based on Multi-Level Adaptive Weight Calculation for Adversarial Defense

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less

One-Class Knowledge Distillation for Face Presentation Attack Detection

Asymmetric Modality Translation For Face Presentation Attack Detection

Technical Report on the CleverHans v2.1.0 Adversarial Examples Library

研究方向